Seferina Mavroudi

Publication Activity (10 Years)

Years Active: 2001-2019
Publications (10 Years): 11

Top Topics

Protein Interaction

Selecting Relevant Features

Biological Networks

Gene Expression

Top Venues

Artif. Intell. Medicine

Publications

Jeffrey Gudin, Seferina Mavroudi, Aigli Korfiati, Konstantinos A. Theofilatos, Derek Dietze, Peter Hurwitz
A precision medicine approach for non-opioid pain therapy using a combination of multi-objective optimization and support vector regression. IISA (2019)
Michalis Stavridis, Aigli Korfiati, Georgios Sakellaropoulos, Seferina Mavroudi, Konstantinos A. Theofilatos
Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique. AIAI (Workshops) (2018)
Maria Tserirzoglou-Thoma, Konstantinos A. Theofilatos, Eleni Tsitsouli, Georgios Panges-Tserres, Christos Alexakos, Charalampos N. Moschopoulos, Georgios Alexopoulos, Konstantinos Giannoulis, Spiros Likothanassis, Seferina Mavroudi
Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks. AIAI (2016)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi
Predicting overlapping protein complexes from weighted protein interaction graphs by gradually expanding dense neighborhoods. Artif. Intell. Medicine 71 (2016)
Charalampos Michail, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
On the Computational Prediction of miRNA Promoters. AIAI (2016)
Dimitrios Kleftogiannis, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
Konstantinos A. Theofilatos, Niki Pavlopoulou, Christoforos Papasavvas, Spiros Likothanassis, Christos M. Dimitrakopoulos, Efstratios F. Georgopoulos, Charalampos N. Moschopoulos, Seferina Mavroudi
Predicting protein complexes from weighted protein-protein interaction graphs with a novel unsupervised methodology: Evolutionary enhanced Markov clustering. Artif. Intell. Medicine 63 (3) (2015)
Stergios Papadimitriou, Kirsten Schwark, Seferina Mavroudi, Kostas A. Theofilatos, Spiridon Likothanasis
ScalaLab and GroovyLab: Comparing Scala and Groovy for Scientific Computing. Sci. Program. 2015 (2015)
Konstantina Karathanou, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Christos Alexakos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
ncRNAclass: A Web Platform for Non-Coding RNA Feature Calculation and MicroRNAs and Targets Prediction. Int. J. Artif. Intell. Tools 24 (1) (2015)
Aigli Korfiati, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Christos Alexakos, Spiros Likothanassis, Seferina Mavroudi
Predicting human miRNA target genes using a novel computational intelligent framework. Inf. Sci. 294 (2015)
Vasiliki Retsi, Ianthi Aggeliki Leonti, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology. EANN Workshops (2015)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Spiros Likothanassis, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Christos Alexakos, Stergios Papadimitriou, Seferina Mavroudi
The Human Interactome Knowledge Base (HINT-KB): an integrative human protein interaction database enriched with predicted protein-protein interaction scores using a novel hybrid technique. Artif. Intell. Rev. 42 (3) (2014)
Stergios Papadimitriou, Seferina Mavroudi, Kostas A. Theofilatos, Spiridon Likothanasis
MATLAB-like scripting of Java scientific libraries in ScalaLab. Sci. Program. 22 (3) (2014)
Trisevgeni Rapakoulia, Konstantinos A. Theofilatos, Dimitris Kleftogiannis, Spiridon Likothanasis, Athanasios K. Tsakalidis, Seferina Mavroudi
EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms. Bioinform. 30 (16) (2014)
Christos M. Dimitrakopoulos, Andreas Dimitris Vlantis, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions. AIAI Workshops (2014)
Dimitris Kleftogiannis, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
Where we stand, where we are moving: Surveying computational techniques for identifying miRNA genes and uncovering their regulatory role. J. Biomed. Informatics 46 (3) (2013)
Athanasios Mitroulias, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi
AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools. EANN (2) (2013)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi
Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs. EANN (2) (2013)
Stergios Papadimitriou, Seferina Mavroudi, Konstantinos A. Theofilatos, Spiridon Likothanasis
The software architecture for performing scientific computation with the JLAPACK libraries in ScalaLab. Sci. Program. 20 (4) (2012)
Aigli Korfiati, Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Spiros Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology. SETN (2012)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Dimitris Kleftogiannis, Charalampos N. Moschopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi
HINT-KB: The Human Interactome Knowledge Base. AIAI (2) (2012)
Dimitris Kleftogiannis, Konstantinos A. Theofilatos, Stergios Papadimitriou, Athanasios K. Tsakalidis, Spiros Likothanassis, Seferina Mavroudi
ncRNA-Class Web Tool: Non-coding RNA Feature Extraction and Pre-miRNA Classification Web Tool. AIAI (2) (2012)
Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Maria A. Antoniou, Efstratios F. Georgopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi
Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology. EANN (2012)
Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Athanasios K. Tsakalidis, Seferina Mavroudi
Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions. EANN/AIAI (1) (2011)
Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis
ScalaLab: An Effective Scala-Based Scientific Programming Environment for Java. Comput. Sci. Eng. 13 (5) (2011)
Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis
Exploiting java scientific libraries with the scala language within the scalalab environment. IET Softw. 5 (6) (2011)
Stergios Papadimitriou, Constantinos Terzidis, Seferina Mavroudi, Spiridon D. Likothanassis
Scientific Scripting for the Java Platform with jLab. Comput. Sci. Eng. 11 (4) (2009)
Adam V. Adamopoulos, Mirto Ntasi, Seferina Mavroudi, Spiros Likothanassis, Lazaros S. Iliadis, George C. Anastassopoulos
Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making. EANN (2009)
Stergios Papadimitriou, Seferina Mavroudi, Spiridon D. Likothanassis
Mutual Information Clustering for Efficient Mining of Fuzzy Association Rules with Application to Gene Expression Data Analysis. Int. J. Artif. Intell. Tools 15 (2) (2006)
Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos
Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis. ICANN (2003)
Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Anastasios Bezerianos
Generalized Radial Basis Function Networks Trained with Instance Based Learning for Data Mining of Symbolic Data. Appl. Intell. 16 (3) (2002)
Seferina Mavroudi, Stergios Papadimitriou, Anastasios Bezerianos
Gene expression data analysis with a dynamically extended self-organized map that exploits class information. Bioinform. 18 (11) (2002)
Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Georgios Pavlides, Anastasios Bezerianos
The Supervised Network Self-Organizing Map for Classification of Large Data Sets. Appl. Intell. 16 (3) (2002)
Stergios Papadimitriou, Tassos Bountis, Seferina Mavroudi, Anastasios Bezerianos
A Probabilistic Symmetric Encryption Scheme for Very Fast Secure Communication Based on Chaotic Systems of difference equations. Int. J. Bifurc. Chaos 11 (12) (2001)
Liviu Vladutu, Stergios Papadimitriou, Seferina Mavroudi, Anastasios Bezerianos
Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data. PAKDD (2001)
Stergios Papadimitriou, Seferina Mavroudi, Liviu Vladutu, Anastasios Bezerianos
Ischemia detection with a self-organizing map supplemented by supervised learning. IEEE Trans. Neural Networks 12 (3) (2001)